1 Przygotowanie danych
1.1 Grupowanie wartości
| ID | data | czas | plec | wiek | trial_within_EMOCJE | trail_within_ZAUFANIE | face_category_and_gender | NumerFoto | face_filename | response_EMOCJE | response_ZAUFANIE | response_latency_EMOCJE | response_latency_ZAUFANIE | FAC1_ISTOTA | FAC2_STABIL | FAC3_INFORM | correct_EMOCJE |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 11 | 12 | 15M | 15 | a15.jpg | 2 | 21 | 4013 | 4463 | 0.3227277 | 0.6489107 | -1.006086 | 0 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 43 | 44 | 15M | 15 | e15.jpg | 3 | 19 | 4389 | 4829 | 0.3227277 | 0.6489107 | -1.006086 | 0 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 55 | 56 | 15K | 15 | l15.jpg | 0 | 8 | 4675 | 2935 | 0.3227277 | 0.6489107 | -1.006086 | 0 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 115 | 116 | 15M | 15 | b15.jpg | 3 | 11 | 5036 | 2856 | 0.3227277 | 0.6489107 | -1.006086 | 0 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 127 | 128 | 15K | 15 | h15.jpg | 1 | 10 | 3029 | 3027 | 0.3227277 | 0.6489107 | -1.006086 | 0 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 131 | 132 | 15M | 15 | i15.jpg | 2 | 12 | 3115 | 2532 | 0.3227277 | 0.6489107 | -1.006086 | 0 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 23 | 24 | 12K | 12 | c12.jpg | 2 | 21 | 4409 | 3240 | 0.3227277 | 0.6489107 | -1.006086 | 2 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 31 | 32 | 12M | 12 | b12.jpg | 2 | 20 | 3287 | 3560 | 0.3227277 | 0.6489107 | -1.006086 | 2 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 47 | 48 | 12M | 12 | r12.jpg | 3 | 21 | 3740 | 6090 | 0.3227277 | 0.6489107 | -1.006086 | 2 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 51 | 52 | 12K | 12 | j12.jpg | 1 | 19 | 3731 | 3512 | 0.3227277 | 0.6489107 | -1.006086 | 2 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 83 | 84 | 12M | 12 | i12.jpg | 2 | 11 | 2571 | 5990 | 0.3227277 | 0.6489107 | -1.006086 | 2 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 87 | 88 | 12K | 12 | f12.jpg | 2 | 16 | 6705 | 3049 | 0.3227277 | 0.6489107 | -1.006086 | 2 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 27 | 28 | 9M | 9 | p09.jpg | 2 | 18 | 3471 | 3282 | 0.3227277 | 0.6489107 | -1.006086 | 4 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 67 | 68 | 9K | 9 | l09.jpg | 5 | 15 | 1766 | 4677 | 0.3227277 | 0.6489107 | -1.006086 | 4 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 71 | 72 | 9M | 9 | k09.jpg | 5 | 18 | 1916 | 3164 | 0.3227277 | 0.6489107 | -1.006086 | 4 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 95 | 96 | 9K | 9 | f09.jpg | 4 | 17 | 2965 | 3478 | 0.3227277 | 0.6489107 | -1.006086 | 4 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 123 | 124 | 9M | 9 | e09.jpg | 2 | 14 | 4739 | 3003 | 0.3227277 | 0.6489107 | -1.006086 | 4 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 139 | 140 | 9K | 9 | d09.jpg | 5 | 10 | 1318 | 3568 | 0.3227277 | 0.6489107 | -1.006086 | 4 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 19 | 20 | 7K | 7 | l07.jpg | 5 | 17 | 1264 | 4718 | 0.3227277 | 0.6489107 | -1.006086 | 6 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 39 | 40 | 7K | 7 | j07.jpg | 3 | 20 | 3177 | 3119 | 0.3227277 | 0.6489107 | -1.006086 | 6 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 63 | 64 | 7M | 7 | e07.jpg | 5 | 19 | 739 | 3624 | 0.3227277 | 0.6489107 | -1.006086 | 6 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 107 | 108 | 7M | 7 | m07.jpg | 3 | 8 | 3722 | 2913 | 0.3227277 | 0.6489107 | -1.006086 | 6 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 111 | 112 | 7K | 7 | f07.jpg | 7 | 14 | 2668 | 3138 | 0.3227277 | 0.6489107 | -1.006086 | 6 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 143 | 144 | 7M | 7 | k07.jpg | 6 | 10 | 2575 | 4056 | 0.3227277 | 0.6489107 | -1.006086 | 6 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 7 | 8 | 4K | 4 | h04.jpg | 7 | 15 | 3326 | 2878 | 0.3227277 | 0.6489107 | -1.006086 | 8 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 59 | 60 | 4K | 4 | f04.jpg | 7 | 19 | 3413 | 3361 | 0.3227277 | 0.6489107 | -1.006086 | 8 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 75 | 76 | 4M | 4 | e04.jpg | 6 | 18 | 1678 | 3992 | 0.3227277 | 0.6489107 | -1.006086 | 8 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 103 | 104 | 4K | 4 | c04.jpg | 6 | 12 | 4750 | 3814 | 0.3227277 | 0.6489107 | -1.006086 | 8 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 119 | 120 | 4M | 4 | m04.jpg | 4 | 16 | 2455 | 3975 | 0.3227277 | 0.6489107 | -1.006086 | 8 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 135 | 136 | 4K | 4 | d04.jpg | 10 | 18 | 2674 | 2864 | 0.3227277 | 0.6489107 | -1.006086 | 8 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 3 | 4 | 1M | 1 | a01.jpg | 7 | 20 | 3284 | 6982 | 0.3227277 | 0.6489107 | -1.006086 | 10 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 15 | 16 | 1K | 1 | j01.jpg | 8 | 22 | 4439 | 3687 | 0.3227277 | 0.6489107 | -1.006086 | 10 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 35 | 36 | 1M | 1 | b01.jpg | 5 | 22 | 1063 | 3887 | 0.3227277 | 0.6489107 | -1.006086 | 10 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 79 | 80 | 1K | 1 | h01.jpg | 9 | 18 | 3655 | 5631 | 0.3227277 | 0.6489107 | -1.006086 | 10 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 91 | 92 | 1M | 1 | e01.jpg | 6 | 20 | 1991 | 3658 | 0.3227277 | 0.6489107 | -1.006086 | 10 |
| 145068 | 110216 | 1899-12-31 09:40:52 | 0 | 20 | 99 | 100 | 1K | 1 | d01.jpg | 7 | 17 | 4347 | 3766 | 0.3227277 | 0.6489107 | -1.006086 | 10 |
| ID | plec | wiek | FAC1_ISTOTA | FAC2_STABIL | FAC3_INFORM | max_latency_EMOCJE_K_1 | max_latency_EMOCJE_K_12 | max_latency_EMOCJE_K_15 | max_latency_EMOCJE_K_4 | max_latency_EMOCJE_K_7 | max_latency_EMOCJE_K_9 | max_latency_EMOCJE_M_1 | max_latency_EMOCJE_M_12 | max_latency_EMOCJE_M_15 | max_latency_EMOCJE_M_4 | max_latency_EMOCJE_M_7 | max_latency_EMOCJE_M_9 | max_latency_ZAUFANIE_K_1 | max_latency_ZAUFANIE_K_12 | max_latency_ZAUFANIE_K_15 | max_latency_ZAUFANIE_K_4 | max_latency_ZAUFANIE_K_7 | max_latency_ZAUFANIE_K_9 | max_latency_ZAUFANIE_M_1 | max_latency_ZAUFANIE_M_12 | max_latency_ZAUFANIE_M_15 | max_latency_ZAUFANIE_M_4 | max_latency_ZAUFANIE_M_7 | max_latency_ZAUFANIE_M_9 | max_response_EMOCJE_K_1 | max_response_EMOCJE_K_12 | max_response_EMOCJE_K_15 | max_response_EMOCJE_K_4 | max_response_EMOCJE_K_7 | max_response_EMOCJE_K_9 | max_response_EMOCJE_M_1 | max_response_EMOCJE_M_12 | max_response_EMOCJE_M_15 | max_response_EMOCJE_M_4 | max_response_EMOCJE_M_7 | max_response_EMOCJE_M_9 | max_response_ZAUFANIE_K_1 | max_response_ZAUFANIE_K_12 | max_response_ZAUFANIE_K_15 | max_response_ZAUFANIE_K_4 | max_response_ZAUFANIE_K_7 | max_response_ZAUFANIE_K_9 | max_response_ZAUFANIE_M_1 | max_response_ZAUFANIE_M_12 | max_response_ZAUFANIE_M_15 | max_response_ZAUFANIE_M_4 | max_response_ZAUFANIE_M_7 | max_response_ZAUFANIE_M_9 | mean_latency_EMOCJE_K_1 | mean_latency_EMOCJE_K_12 | mean_latency_EMOCJE_K_15 | mean_latency_EMOCJE_K_4 | mean_latency_EMOCJE_K_7 | mean_latency_EMOCJE_K_9 | mean_latency_EMOCJE_M_1 | mean_latency_EMOCJE_M_12 | mean_latency_EMOCJE_M_15 | mean_latency_EMOCJE_M_4 | mean_latency_EMOCJE_M_7 | mean_latency_EMOCJE_M_9 | mean_latency_ZAUFANIE_K_1 | mean_latency_ZAUFANIE_K_12 | mean_latency_ZAUFANIE_K_15 | mean_latency_ZAUFANIE_K_4 | mean_latency_ZAUFANIE_K_7 | mean_latency_ZAUFANIE_K_9 | mean_latency_ZAUFANIE_M_1 | mean_latency_ZAUFANIE_M_12 | mean_latency_ZAUFANIE_M_15 | mean_latency_ZAUFANIE_M_4 | mean_latency_ZAUFANIE_M_7 | mean_latency_ZAUFANIE_M_9 | mean_response_EMOCJE_K_1 | mean_response_EMOCJE_K_12 | mean_response_EMOCJE_K_15 | mean_response_EMOCJE_K_4 | mean_response_EMOCJE_K_7 | mean_response_EMOCJE_K_9 | mean_response_EMOCJE_M_1 | mean_response_EMOCJE_M_12 | mean_response_EMOCJE_M_15 | mean_response_EMOCJE_M_4 | mean_response_EMOCJE_M_7 | mean_response_EMOCJE_M_9 | mean_response_ZAUFANIE_K_1 | mean_response_ZAUFANIE_K_12 | mean_response_ZAUFANIE_K_15 | mean_response_ZAUFANIE_K_4 | mean_response_ZAUFANIE_K_7 | mean_response_ZAUFANIE_K_9 | mean_response_ZAUFANIE_M_1 | mean_response_ZAUFANIE_M_12 | mean_response_ZAUFANIE_M_15 | mean_response_ZAUFANIE_M_4 | mean_response_ZAUFANIE_M_7 | mean_response_ZAUFANIE_M_9 | min_latency_EMOCJE_K_1 | min_latency_EMOCJE_K_12 | min_latency_EMOCJE_K_15 | min_latency_EMOCJE_K_4 | min_latency_EMOCJE_K_7 | min_latency_EMOCJE_K_9 | min_latency_EMOCJE_M_1 | min_latency_EMOCJE_M_12 | min_latency_EMOCJE_M_15 | min_latency_EMOCJE_M_4 | min_latency_EMOCJE_M_7 | min_latency_EMOCJE_M_9 | min_latency_ZAUFANIE_K_1 | min_latency_ZAUFANIE_K_12 | min_latency_ZAUFANIE_K_15 | min_latency_ZAUFANIE_K_4 | min_latency_ZAUFANIE_K_7 | min_latency_ZAUFANIE_K_9 | min_latency_ZAUFANIE_M_1 | min_latency_ZAUFANIE_M_12 | min_latency_ZAUFANIE_M_15 | min_latency_ZAUFANIE_M_4 | min_latency_ZAUFANIE_M_7 | min_latency_ZAUFANIE_M_9 | min_response_EMOCJE_K_1 | min_response_EMOCJE_K_12 | min_response_EMOCJE_K_15 | min_response_EMOCJE_K_4 | min_response_EMOCJE_K_7 | min_response_EMOCJE_K_9 | min_response_EMOCJE_M_1 | min_response_EMOCJE_M_12 | min_response_EMOCJE_M_15 | min_response_EMOCJE_M_4 | min_response_EMOCJE_M_7 | min_response_EMOCJE_M_9 | min_response_ZAUFANIE_K_1 | min_response_ZAUFANIE_K_12 | min_response_ZAUFANIE_K_15 | min_response_ZAUFANIE_K_4 | min_response_ZAUFANIE_K_7 | min_response_ZAUFANIE_K_9 | min_response_ZAUFANIE_M_1 | min_response_ZAUFANIE_M_12 | min_response_ZAUFANIE_M_15 | min_response_ZAUFANIE_M_4 | min_response_ZAUFANIE_M_7 | min_response_ZAUFANIE_M_9 | cechynieodzowne…zabawki.vs.książka.1 | cechynieodzowne…zabawki.vs.książka.2 | cechynieodzowne…zabawki.vs.książka.3 | cechynieodzowne…zabawki.vs.książka.4 | informacyjnosc…ssak.vs.Polak.1 | informacyjnosc…ssak.vs.Polak.2 | informacyjnosc…ssak.vs.Polak.3 | informacyjnosc…ssak.vs.Polak.4 | istota…Pies.vs.butelka.1 | istota…Pies.vs.butelka.2 | istota…Pies.vs.butelka.3 | istota…Pies.vs.butelka.4 | jednorodnosc…kamienie.szlachetne.vs.krzesła.1 | jednorodnosc…kamienie.szlachetne.vs.krzesła.2 | jednorodnosc..kamienie.szlachetne.vs.krzesła.3 | jednorodnosc..kamienie.szlachetne.vs.krzesła.4 | nieodwracalnosc…zwierzęta.vs.uczeń.1 | nieodwracalnosc…zwierzęta.vs.uczeń.2 | nieodwracalnosc…zwierzęta.vs.uczeń.3 | nieodwracalnosc…zwierzęta.vs.uczeń.4 | odrebnosc…drewno.vs.miękkie.1 | odrebnosc…drewno.vs.miękkie.2 | odrebnosc…drewno.vs.miękkie.3 | odrebnosc…drewno.vs.miękkie.4 | stabilnosc…owoce.vs.pieniądze.1 | stabilnosc…owoce.vs.pieniądze.2 | stabilnosc…owoce.vs.pieniądze.3 | stabilnosc…owoce.vs.pieniądze.4 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145068 | 0 | 20 | 0.3227277 | 0.6489107 | -1.006086 | 4439 | 6705 | 4675 | 4750 | 3177 | 2965 | 3284 | 3740 | 5036 | 2455 | 3722 | 4739 | 5631 | 3512 | 3027 | 3814 | 4718 | 4677 | 6982 | 6090 | 4829 | 3992 | 4056 | 3282 | 9 | 2 | 1 | 10 | 7 | 5 | 7 | 3 | 3 | 6 | 6 | 5 | 22 | 21 | 10 | 19 | 20 | 17 | 22 | 21 | 21 | 18 | 19 | 18 | 4147 | 4948.333 | 3852 | 3540.75 | 2369.667 | 2016.333 | 2112.667 | 3199.333 | 4138.25 | 2066.5 | 2345.333 | 3375.333 | 4361.333 | 3267 | 2981 | 3229.25 | 3658.333 | 3907.667 | 4842.333 | 5213.333 | 3670 | 3983.5 | 3531 | 3149.667 | 8 | 1.666667 | 0.5 | 7.5 | 5 | 4.666667 | 6 | 2.333333 | 2.5 | 5 | 4.666667 | 3 | 19 | 18.66667 | 9 | 16 | 17 | 14 | 20.66667 | 17.33333 | 15.75 | 17 | 12.33333 | 16.66667 | 3655 | 3731 | 3029 | 2674 | 1264 | 1318 | 1063 | 2571 | 3115 | 1678 | 739 | 1916 | 3687 | 3049 | 2935 | 2864 | 3119 | 3478 | 3658 | 3560 | 2532 | 3975 | 2913 | 3003 | 7 | 1 | 0 | 6 | 3 | 4 | 5 | 2 | 2 | 4 | 3 | 2 | 17 | 16 | 8 | 12 | 14 | 10 | 20 | 11 | 11 | 16 | 8 | 14 | 7 | 2 | 4 | 3 | 2 | 3 | 5 | 2 | 7 | 6 | 6 | 8 | 6 | 9 | 7 | 4 | 6 | 6 | 5 | 9 | 8 | 7 | 5 | 4 | 6 | 7 | 7 | 7 |
1.2 Redukowanie korelacji między zmiennymi
2 Klasteryzacja z tezy badania
2.1 Rozkład wartości emocji i zaufania
2.2 four clusters
# Wybór zbioru danych
3 Porównanie algorytmów
4 Wizualizacja klastrów
5 Charakterystyka obserwacji w klastrach
5.1 mclust
5.2 hclust
